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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os07g0554200

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Cyclin-like F-box domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 4.7 (0.0258) R2 : 0.442
β1 : 1.41 (0.0995) R2dD : 0.292 R2D : 0.0928
β2 : 0.551 (0.0646) R2dC : 0.094 R2C : 0.128
β3 : 1.47 (0.136) R2dE : 0.187 R2E : 0.0283
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : 0.345 (0.0581) R2dN8 : 0.067 R2N8 : -0.0496
σ : 0.474
deviance : 103.66
__
_____
C
peak time of C : 8.84
E
wheather : temperature
threshold : 22.82
memory length : 777
response mode : < th
dose dependency : dose dependent
G
type of G : no
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = no)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
100.98 0.472 4.67 1.6 0.564 1.2 -0.191 -1.37 0.391 8.92 23.4 780 -- --
102.89 0.472 4.7 1.41 0.553 1.43 -0.458 -- 0.336 8.92 22.93 774 -- --
101.09 0.468 4.67 1.6 0.565 1.18 -- -1.47 0.393 8.87 23.45 780 -- --
103.66 0.474 4.7 1.41 0.551 1.47 -- -- 0.345 8.84 22.82 777 -- --
117.66 0.505 4.65 1.8 -- 1.37 -- -1.85 0.53 -- 26.91 730 -- --
128.83 0.532 4.75 1.04 0.691 -- -0.589 -- 0.12 9.33 -- -- -- --
130.07 0.534 4.75 1.02 0.695 -- -- -- 0.119 9.23 -- -- -- --
120.12 0.51 4.71 1.47 -- 1.69 -- -- 0.392 -- 23 749 -- --
149.03 0.569 4.75 -- 0.613 0.756 -- -- 0.117 8.97 23.18 739 -- --
158.15 0.588 4.77 1.02 -- -- -- -- 0.122 -- -- -- -- --
157.63 0.587 4.77 -- 0.696 -- -- -- 0.00509 9.12 -- -- -- --
169.87 0.607 4.76 -- -- 1.01 -- -- 0.146 -- 23.21 716 -- --
185.59 0.636 4.79 -- -- -- -- -- 0.00908 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 94.51 temperature 15 720 > th dose dependent rect. 1 6
7 96.28 temperature 25 720 < th dose dependent sin 8 NA
10 96.56 temperature 25 720 < th dose dependent rect. 21 13
11 96.59 temperature 25 720 < th dose dependent rect. 22 11
19 96.88 temperature 25 720 < th dose dependent rect. 23 8
45 97.48 temperature 15 720 > th dose dependent sin 8 NA
54 97.68 temperature 10 720 > th dose dependent rect. 19 15
146 98.89 temperature 20 720 < th dose independent sin 7 NA
169 99.10 temperature 20 720 > th dose independent rect. 4 3
188 99.37 temperature 20 720 < th dose independent rect. 23 16
191 99.39 temperature 20 720 > th dose independent sin 7 NA
201 99.47 temperature 20 720 > th dose independent rect. 1 6
233 99.77 temperature 20 720 < th dose independent rect. 23 12
234 99.77 temperature 20 720 > th dose independent rect. 1 15
245 99.86 temperature 20 720 > th dose independent rect. 19 18
274 100.03 temperature 20 720 > th dose independent rect. 19 20
339 100.38 temperature 20 720 > th dose independent rect. 19 15
351 100.44 temperature 20 720 > th dose independent rect. 23 16
389 100.65 temperature 20 720 > th dose independent rect. 1 12
485 101.17 temperature 20 720 < th dose independent rect. 5 1
561 101.55 temperature 20 720 < th dose independent rect. 3 4
820 102.75 temperature 25 720 < th dose dependent no NA NA
872 103.00 temperature 20 720 > th dose independent rect. 1 21
904 103.13 temperature 20 720 > th dose independent rect. 12 22
939 103.36 temperature 20 720 > th dose independent rect. 14 23